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Author

  • Vasile Palade
2015

Random drift particle swarm optimization algorithm: convergence analysis and parameter selection

Sun, J., Wu, X., Palade, V., Fang, W. & Shi, Y., Oct 2015, In : Machine Learning. 101, 1-3, p. 345-376

Research output: Contribution to journalArticle

Open Access
File
28 Citations (Scopus)
50 Downloads (Pure)
2018

Cellular Artificial Bee Colony algorithm with Gaussian distribution

Zhang, M., Tian, N., Palade, V., Ji, Z. & Wang, Y., Sep 2018, In : Information Sciences. 462, p. 374-401 28 p.

Research output: Contribution to journalArticle

Open Access
File
9 Citations (Scopus)
15 Downloads (Pure)
2014

Adaptive Web QoS controller based on online system identification using quantum-behaved particle swarm optimization

Fang, W., Sun, J., Wu, X. & Palade, V., 2014, In : Soft Computing. 19, 6, p. 1715-1725

Research output: Contribution to journalArticle

Open Access
12 Citations (Scopus)
2018

Improving Sentiment Analysis in Arabic Using Word Representation

Alayba, A., Palade, V., England, M. & Iqbal, R., 4 Oct 2018, Proc. 2nd International Workshop on Arabic Script Analysis and Recognition (ASAR '18). IEEE Computer Society, p. 13-18 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Open Access
File
16 Citations (Scopus)
29 Downloads (Pure)
2015

Diagnosis of bearing defects in induction motors by fuzzy-neighborhood density-based clustering

Farajzadeh-Zanjani, M., Razavi-Far, R., Saif, M., Zarei, J. & Palade, V., 2015, p. 935 - 940.

Research output: Contribution to conferencePaper

Open Access
14 Citations (Scopus)
2014
Open Access
14 Citations (Scopus)
2017

Using Short URLs in Tweets to Improve Twitter Opinion Mining

Pavel, A., Palade, V., Iqbal, R. & Hintea, D., Dec 2017.

Research output: Contribution to conferencePaper

2016

Automatic screening and classification of diabetic retinopathy and maculopathy using fuzzy image processing

Rahim, S. S., Palade, V., Shuttleworth, J. & Jayne, C., Dec 2016, In : Brain Informatics. 3, 4, p. 249-267 18 p.

Research output: Contribution to journalArticle

Open Access
File
22 Citations (Scopus)
3 Downloads (Pure)
2012

Convergence analysis and improvements of quantum-behaved particle swarm optimization

Sun, J., Wu, X., Palade, V., Fang, W., Lai, C. H. & Xu, W., 15 Jun 2012, In : Information Sciences. 193, p. 81-103 23 p.

Research output: Contribution to journalArticle

135 Citations (Scopus)
2015

Evolutionary Sampling: A Novel Way of Machine Learning within a Probabilistic Framework

Xie, Z., Sun, J., Palade, V., Wang, S. & Liu, Y., 1 Apr 2015, In : Information Sciences. 299, p. 262 282 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2018

Deep learning for real time facial expression recognition in social robots

Ruiz-Garcia, A., Webb, N., Palade, V., Eastwood, M. & Elshaw, M., 17 Nov 2018, Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings. Springer-Verlag London Ltd, p. 392-402 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11305 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

2015

Automatic detection of microaneurysms for diabetic retinopathy screening using fuzzy image processing

Rahim, S. S., Palade, V., Shuttleworth, J., Jayne, C. & Omar, R. N. R., 22 Oct 2015, Engineering Applications of Neural Networks - 16th International Conference, EANN 2015, Proceedings. Springer Verlag, Vol. 517. p. 69-79 11 p. (Communications in Computer and Information Science; vol. 517).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

6 Citations (Scopus)
2014

Solving the Power Economic Dispatch Problem With Generator Constraints by Random Drift Particle Swarm Optimization

Sun, J., Palade, V., Wu, X., Fang, W. & Wang, Z., Feb 2014, In : IEEE Transactions on Industrial Informatics. 10, 1, p. 222-232 11 p.

Research output: Contribution to journalArticle

104 Citations (Scopus)
2017

Arabic Language Sentiment Analysis on Health Services

Alayba, A., Palade, V., England, M. & Iqbal, R., 16 Oct 2017, 2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR). IEEE Computer Society, p. 114-118 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Open Access
File
45 Downloads (Pure)
2014

Darwin or Lamarck? Future challenges in evolutionary algorithms for knowledge discovery and data mining

Holzinger, K., Palade, V., Rabadan, R. & Holzinger, A., 2014, In : Lecture Notes in Computer Science. 8401, p. 35-56 22 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)
2013
2 Citations (Scopus)
2012

Quantum-behaved particle swarm optimization: Analysis of individual particle behavior and parameter selection

Sun, J., Fang, W., Wu, X., Palade, V. & Xu, W., 2012, In : Swarm and Evolutionary Computation. 20, 3, p. 349-393 45 p.

Research output: Contribution to journalArticle

184 Citations (Scopus)
2016

Combinations of Intelligent Methods and Applications

Hatzilygeroudis, I. (ed.), Palade, V. (ed.) & Prentzas, J. (ed.), 2016, Switzerland: Springer Verlag.

Research output: Book/ReportAnthology or Edited Book

Open Access
2011

A secure directed diffusion routing protocol for wireless sensor networks

El-Bendary, N., Soliman, O. S., Ghali, N. I., Hassanien, A. E., Palade, V. & Liu, H., 2011, Proceedings - 2nd International Conference on Next Generation Information Technology, ICNIT 2011. IEEE, p. 149-152 4 p. 5967490

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

7 Citations (Scopus)
2018

A Combined CNN and LSTM Model for Arabic Sentiment Analysis

Alayba, A., Palade, V., England, M. & Iqbal, R., 24 Aug 2018, Cross Domain Conference for Machine Learning and Knowledge Extraction: CD-MAKE 2018. Springer International Publishing, Vol. 11015. p. 179-191 13 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Open Access
File
16 Citations (Scopus)
45 Downloads (Pure)

Building a Dataset for Personalized Learning Recommendation System

Syed, T. A., Palade, V., Iqbal, R. & Sunil Kamaran Nair, S., 3 Dec 2018, 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI). IEEE, p. 2080 - 2086 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

2019

Robust structure low-rank representation in latent space

You, C., Palade, V. & Wu, X-J., Jan 2019, In : Engineering Applications of Artificial Intelligence. 77, p. 117-124 8 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
10 Downloads (Pure)
2016

Manifold locality constrained low-rank representation and its applications

You, C-Z., Wu, X-J., Palade, V. & Altahhan, A., 3 Nov 2016, p. 3264 - 3271.

Research output: Contribution to conferencePaper

Open Access
5 Citations (Scopus)
2015

Artificial intelligence techniques in product engineering

Chan, K. Y., Yuen, K. K. F., Palade, V. & Yue, Y., Nov 2015, In : Engineering Applications of Artificial Intelligence. In press

Research output: Contribution to journalEditorial

Open Access
2 Citations (Scopus)
2016

Smartphone Based Human Activity and Postural Transition Classification with Deep Stacked Autoencoder Networks

Hicks, L., Hedley, Y-L., Elshaw, M., Altahhan, A. & Palade, V., 2016, Artificial Neural Networks and Machine Learning – ICANN 2016. Villa, A. E. P., Masulli, P. & Rivero, A. J. P. (eds.). Switzerland: Springer Verlag, Vol. 9887. p. 535-536

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1 Citation (Scopus)
2020

Edge Intelligence-Assisted Smoke Detection in Foggy Surveillance Environments

Muhammad, K., Khan, S., Palade, V., Mehmood, I. & De Albuquerque, V. H. C., Feb 2020, In : IEEE Transactions on Industrial Informatics. 16, 2, p. 1067 - 1075 9 p., 8709763.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
33 Downloads (Pure)
2014

Biochemical systems identification by a random drift particle swarm optimization approach

Sun, J., Palade, V., Cai, Y., Fang, W. & Wu, X., 16 May 2014, In : BMC Bioinformatics. 15, (Suppl 6):S1.

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)
33 Downloads (Pure)
2011

iPlag: Intelligent plagiarism reasoner in scientific publications

Alzahrani, S., Salim, N., Abraham, A. & Palade, V., 2011, Proceedings of the 2011 World Congress on Information and Communication Technologies, WICT 2011. p. 1-6 7 p. 6141191

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

6 Citations (Scopus)
2013

Optimizing the performance of a refrigeration system using an invasive weed optimization algorithm

Razavi-Far, R., Palade, V. & Sun, J., 2013, Combinations of Intelligent Methods and Applications: Proceedings of the 3rd International Workshop, CIMA 2012, Montpellier, France, August 2012. Hatzilygeroudis, I. & Palade, V. (eds.). Heidelberg: Springer, Vol. 23. p. 79-93 15 p. (Smart Innovation, Systems and Technologies; vol. 23).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

2 Citations (Scopus)
2011

Quantum-behaved particle swarm optimization with Gaussian distributed local attractor point

Sun, J., Fang, W., Palade, V., Wu, X. & Xu, W., 1 Dec 2011, In : Applied Mathematics and Computation. 218, 7, p. 3763-3775 13 p.

Research output: Contribution to journalArticle

127 Citations (Scopus)
2017

Emergency management using geographic information systems: application to the first Romanian traveling salesman problem instance

Crişan, G. C., Pintea, C-M. & Palade, V., Jan 2017, In : Knowledge and Information Systems. 50, 1, p. 265-285 21 p.

Research output: Contribution to journalArticle

Open Access
File
9 Citations (Scopus)
127 Downloads (Pure)
2016

Emotion Recognition Using Facial Expression Images for a Robotic Companion

Ruiz-Garcia, A., Elshaw, M., Altahhan, A. & Palade, V., 2016, Engineering Applications of Neural Networks. Jayne, C. & Iliadis, L. (eds.). Switzerland: Springer Verlag, Vol. 629. p. 79-93

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
3 Citations (Scopus)
2018

Deep Learning for Illumination Invariant Facial Expression Recognition

Ruiz-Garcia, A., Palade, V., Elshaw, M. & Almakky, I., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. 8489123

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

4 Citations (Scopus)
2019

Detailed Identification of Fingerprints Using Convolutional Neural Networks

Shehu, Y. I., Ruiz-Garcia, A., Palade, V. & James, A., 17 Jan 2019, Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018. Institute of Electrical and Electronics Engineers Inc., p. 1161-1165 5 p. 8614212

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

2017

Advances in Combining Intelligent Methods

Hatzilygeroudis, I. (ed.), Palade, V. (ed.) & Prentzas, J. (ed.), 2017, Switzerland: Springer Verlag.

Research output: Book/ReportAnthology or Edited Book

Open Access
2011

Ensemble of Elman neural networks and support vector machines for reverse engineering of gene regulatory networks

Ao, S. I. & Palade, V., Mar 2011, In : Applied Soft Computing Journal. 11, 2, p. 1718-1726 9 p.

Research output: Contribution to journalArticle

24 Citations (Scopus)
2012

Using structural information and citation evidence to detect significant plagiarism cases in scientific publications

Alzahrani, S., Palade, V., Salim, N. & Abraham, A., Feb 2012, In : Journal of the American Society for Information Science and Technology. 63, 2, p. 286-312 27 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)
2016

On the Effect of Adding Nodes to TSP Instances: An Empirical Analysis

Crişan, G. C., Nechita, E. & Palade, V., 20 Nov 2016, Advances in Combining Intelligent Methods. Hatzilygeroudis, I., Palade, V. & Prentzas, J. (eds.). Switzerland: Springer Verlag, Vol. 116. p. 25-45

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1 Citation (Scopus)
2014
18 Citations (Scopus)
2018

A hybrid deep learning neural approach for emotion recognition from facial expressions for socially assistive robots

Ruiz-Garcia, A., Elshaw, M., Altahhan, A. & Palade, V., Apr 2018, In : Neural Computing and Applications. 29, 7, p. 359-373 15 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)
2016

Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to Solve the Traveling Salesman Problem with the Human-in-the-Loop Approach

Holzinger, A., Plass, M., Holzinger, K., Crişan, G. C., Pintea, C-M. & Palade, V., 23 Aug 2016, Availability, Reliability, and Security in Information Systems. Buccafurri, F., Holzinger, A., Kieseberg, P., Tjoa, A. M. & Weippl, E. (eds.). Switzerland: Springer Verlag, Vol. 9817. p. 81-95

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
50 Citations (Scopus)

Deep Learning for Emotion Recognition in Faces

Ruiz-Garcia, A., Elshaw, M., Altahhan, A. & Palade, V., 13 Aug 2016, Artificial Neural Networks and Machine Learning – ICANN 2016. Villa, A. E. P., Masulli, P. & Rivero, A. J. P. (eds.). Switzerland: Springer Verlag, Vol. 9887. p. 38-46

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
4 Citations (Scopus)
2011

A customizable fuzzy system for offline handwritten character recognition

Batuwita, R., Palade, V. & Bandara, D. C., Jun 2011, In : International Journal on Artificial Intelligence Tools. 20, 3, p. 425-455 31 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2016

An Integrated Machine Learning Approach for Extrinsic Plagiarism Detection

Alsallal, M., Iqbal, R., James, A., Amin, S. & Palade, V., 1 Sep 2016.

Research output: Contribution to conferencePaper

2 Citations (Scopus)

Ant-Based System Analysis on the Traveling Salesman Problem Under Real-World Settings

Crişan, G. C., Nechita, E. & Palade, V., 28 Jan 2016, Combinations of Intelligent Methods and Applications: Proceedings of the 4th International Workshop, CIMA 2014, Limassol, Cyprus, November 2014 (at ICTAI 2014). Hatzilygeroudis, I., Palade, V. & Prentzas, J. (eds.). Switzerland: Springer Verlag, p. 39-59

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
6 Citations (Scopus)
2014

Efficient residuals pre-processing for diagnosing multi-class faults in a doubly fed induction generator, under missing data scenarios

Razavi-Far, R., Zio, E. & Palade, V., 15 Oct 2014, In : Expert Systems with Applications. 41, 14, p. 6386–6399

Research output: Contribution to journalArticle

Open Access
24 Citations (Scopus)
2012

Study on the compression-expansion coefficient in drift particle swarm optimization

Fang, W., Sun, J., Wu, X., Xu, W. & Palade, V., 2012, 2012 IEEE Congress on Evolutionary Computation, CEC 2012. IEEE, 6 p. 6256621

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

1 Citation (Scopus)
2016

Automatic Detection Of Microaneurysms In Colour Fundus Images For Diabetic Retinopathy Screening

Rahim, S. S., Jayne, C., Palade, V. & Shuttleworth, J., Jul 2016, In : Neural Computing and Applications. 27, 5, 15 p., 1149.

Research output: Contribution to journalArticle

17 Citations (Scopus)
2018

A Constrained Fuzzy Knowledge-Based System for the Management of Container Yard Operations

Abbas, A. H. H. J., Al Bazi, A. & Palade, V., Apr 2018, In : International Journal of Fuzzy Systems . 20, 4, p. 1205-1223 19 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
32 Downloads (Pure)
2019

An integrated approach for intrinsic plagiarism detection

Alsallal, M., Iqbal, R., Palade, V., Amin, S. & Chang, V., Jul 2019, In : Future Generation Computer Systems. 96, p. 700-712 13 p.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
35 Downloads (Pure)